| 6770 |
10.1016/j.isprsjprs.2019.09.006 |
Deep Learning Classifiers For Hyperspectral Imaging: A
Review |
Paoletti, M.E.; Haut, J.M.; Plaza, J.; Plaza, A. |
Isprs Journal Of Photogrammetry And Remote Sensing |
2019 |
| 18154 |
10.1109/lgrs.2019.2918719 |
Hybridsn: Exploring 3-D<U+2013>2-D Cnn Feature
Hierarchy For Hyperspectral Image Classification |
Roy, Swalpa Kumar, 0000-0002-6580-3977; Krishna, Gopal,
0000-0002-4392-433X; Dubey, Shiv Ram, 0000-0002-4532-8996; Chaudhuri,
Bidyut B., 0000-0003-0297-8929 |
Ieee Geoscience And Remote Sensing Letters |
2020 |
| 18158 |
10.1109/mgrs.2019.2912563 |
Deep Learning For Classification Of Hyperspectral Data:
A Comparative Review |
Audebert, Nicolas, 0000-0001-6486-3102; Le Saux,
Bertrand, 0000-0001-7162-6746; Lefevre, Sebastien,
0000-0002-2384-8202 |
Ieee Geoscience And Remote Sensing Magazine |
2019 |
| 18159 |
10.1109/mgrs.2020.2979764 |
Feature Extraction For Hyperspectral Imagery: The
Evolution From Shallow To Deep: Overview And Toolbox |
Rasti, Behnood, 0000-0002-1091-9841; Hong, Danfeng,
0000-0002-3212-9584; Hang, Renlong, 0000-0001-6046-3689; Ghamisi,
Pedram, 0000-0003-1203-741X; Kang, Xudong, 0000-0002-3807-2531;
Chanussot, Jocelyn, 0000-0003-4817-2875; Benediktsson, Jon Atli,
0000-0003-0621-9647 |
Ieee Geoscience And Remote Sensing Magazine |
2020 |
| 18231 |
10.1109/tgrs.2018.2860125 |
Deep Pyramidal Residual Networks For
Spectral<U+2013>Spatial Hyperspectral Image Classification |
Paoletti, Mercedes E., 0000-0003-1030-3729; Haut, Juan
Mario, 0000-0001-6701-961X; Fernandez-Beltran, Ruben,
0000-0003-1374-8416; Plaza, Javier, 0000-0002-2384-9141; Plaza, Antonio
J., 0000-0002-9613-1659; Pla, Filiberto, 0000-0003-0054-3489 |
Ieee Transactions On Geoscience And Remote Sensing |
2019 |
| 18232 |
10.1109/tgrs.2018.2871782 |
Capsule Networks For Hyperspectral Image
Classification |
Paoletti, Mercedes E., 0000-0003-1030-3729; Haut, Juan
Mario, 0000-0001-6701-961X; Fernandez-Beltran, Ruben,
0000-0003-1374-8416; Plaza, Javier, 0000-0002-2384-9141; Plaza, Antonio,
0000-0002-9613-1659; Li, Jun; Pla, Filiberto, 0000-0003-0054-3489 |
Ieee Transactions On Geoscience And Remote Sensing |
2019 |
| 18233 |
10.1109/tgrs.2019.2899129 |
Cascaded Recurrent Neural Networks For Hyperspectral
Image Classification |
Hang, Renlong, 0000-0001-6046-3689; Liu, Qingshan,
0000-0002-5512-6984; Hong, Danfeng, 0000-0002-3212-9584; Ghamisi,
Pedram, 0000-0003-1203-741X |
Ieee Transactions On Geoscience And Remote Sensing |
2019 |
| 18234 |
10.1109/tgrs.2019.2907932 |
Deep Learning For Hyperspectral Image Classification:
An Overview |
Li, Shutao, 0000-0002-0585-9848; Song, Weiwei,
0000-0001-5089-4127; Fang, Leyuan, 0000-0003-2351-4461; Chen, Yushi,
0000-0003-2421-0996; Ghamisi, Pedram, 0000-0003-1203-741X; Benediktsson,
Jon Atli, 0000-0003-0621-9647 |
Ieee Transactions On Geoscience And Remote Sensing |
2019 |
| 18235 |
10.1109/tgrs.2020.3015157 |
Graph Convolutional Networks For Hyperspectral Image
Classification |
Hong, Danfeng, 0000-0002-3212-9584; Gao, Lianru,
0000-0003-3888-8124; Yao, Jing, 0000-0003-1301-9758; Zhang, Bing,
0000-0001-7311-9844; Plaza, Antonio, 0000-0002-9613-1659; Chanussot,
Jocelyn, 0000-0003-4817-2875 |
Ieee Transactions On Geoscience And Remote Sensing |
2021 |
| 18236 |
10.1109/tgrs.2020.3016820 |
More Diverse Means Better: Multimodal Deep Learning
Meets Remote-Sensing Imagery Classification |
Hong, Danfeng, 0000-0002-3212-9584; Gao, Lianru,
0000-0003-3888-8124; Yokoya, Naoto, 0000-0002-7321-4590; Yao, Jing,
0000-0003-1301-9758; Chanussot, Jocelyn, 0000-0003-4817-2875; Du, Qian,
0000-0001-8354-7500; Zhang, Bing, 0000-0001-7311-9844 |
Ieee Transactions On Geoscience And Remote Sensing |
2021 |
| 18261 |
10.1109/tip.2018.2878958 |
An Augmented Linear Mixing Model To Address Spectral
Variability For Hyperspectral Unmixing |
Hong, Danfeng, 0000-0002-3212-9584; Yokoya, Naoto;
Chanussot, Jocelyn; Zhu, Xiao Xiang, 0000-0001-5530-3613 |
Ieee Transactions On Image Processing |
2019 |
| 21308 |
10.3390/rs11080963 |
Spectral-Spatial Attention Networks For Hyperspectral
Image Classification |
Mei, Xiaoguang, 0000-0002-0239-8580; Pan, Erting; Ma,
Yong; Dai, Xiaobing; Huang, Jun; Fan, Fan; Du, Qinglei; Zheng, Hong; Ma,
Jiayi |
Remote Sensing |
2019 |